Apollo

Enrich HubSpot Companies with Apollo, Output.ai and Zapier SDK No OAuth Required

This article outlines a novel workflow to enrich HubSpot company data using Apollo for enrichment and Zapier SDK for CRM writes, leveraging an LLM like Claude Haiku to semantically map industry strings to HubSpot's enum fields. This approach avoids HubSpot OAuth complexities by dynamically fetching enum lists and using the LLM for the closest match.